About this Course

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Flexible deadlines
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Beginner Level
Approx. 29 hours to complete
English
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Beginner Level
Approx. 29 hours to complete
English

Offered by

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Amazon Web Services

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Module 1: Introduction to Computer Vision

1 hour to complete
9 videos (Total 34 min)
9 videos
Weekly Overview54s
Computer Vision Overview2m
Computer Vision Tasks5m
GluonCV4m
GluonCV Model Zoo2m
Apache MXNet4m
Imperative vs Symbolic7m
Weekly Summary2m
1 practice exercise
Module 1 Quiz10m
Week
2

Week 2

1 hour to complete

Module 2: Machine Learning on AWS

1 hour to complete
11 videos (Total 65 min)
11 videos
AWS Machine Learning Stack8m
Amazon Rekognition4m
Amazon Rekognition: Demonstration4m
Amazon SageMaker12m
Amazon SageMaker: Demonstration8m
AWS Deep Learning AMIs5m
AWS Deep Learning AMIs: Demonstration6m
AWS Deep Learning Containers3m
AWS Deep Learning Containers: Demonstration5m
Weekly Summary3m
1 practice exercise
Module 2 Quiz10m
Week
3

Week 3

5 hours to complete

Module 3: Using GluonCV Models

5 hours to complete
12 videos (Total 94 min)
12 videos
Setting up GluonCV5m
Image Classification9m
Image Classification: One Line Demonstration2m
Image Classification: Step by Step Demonstration10m
Object Detection9m
Object Detection: Step by Step Demonstration8m
Image Segmentation13m
Image Segmentation: Step by Step Demonstration8m
Neural Network Essentials: Fully Connected8m
Neural Network Essentials: Convolution and Max Pooling11m
Weekly Summary4m
Week
4

Week 4

5 hours to complete

Module 4: Gluon Fundamentals

5 hours to complete
13 videos (Total 64 min)
13 videos
MXNet NDArrays4m
MXNet vs NumPy NDArray5m
Common NDArray Operations3m
Gluon Blocks10m
Initialization of Gluon Blocks5m
Sequential Gluon Blocks3m
Custom Gluon Blocks5m
Visualization of Gluon Blocks6m
Metrics vs Losses3m
Metrics6m
Losses4m
Weekly Summary2m

Reviews

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Frequently Asked Questions

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